Sourav Bhowmick
Sourav Bhowmick

The End of Manual Checking Era: It’s Time for Automating Conflicts of Interest Management in Peer-Reviewed Venues

Uncategorized

Our professional societies (e.g., ACM, IEEE, VLDB Endowment) have worked hard to ensure that peer review processes in conferences and journals are fair and continue to fulfill their intended purposes. Our community has introduced refinements such as double blind reviews, automated matching of reviewers to topics and to individual papers, multiple submission deadlines, opportunities for […]

Read more
Abolfazl Asudeh
Abolfazl Asudeh

Enabling Responsible Data Science in Practice

Fairness, Responsible Data Science

Introduction The 3rd decade of the 3rd millennium had a dramatic start, with a pandemic that impacted our lives all over the globe. This indicates extraordinary events and rapid changes, ranging from politics and climate change to our social life and work habits. Like it or not, we are getting used to new routines such […]

Read more
Avigdor Gal Roee Shraga
Avigdor Gal Roee Shraga

Humans’ Role in-the-Loop

Data integration

The research of data integration spans over multiple decades, holds both theoretical and practical appeal, and enjoys a continued interest by researchers and practitioners. Efforts in the area include, among other things, process matching, schema matching, and entity resolution. Matching problems have been historically treated as semi-automated tasks in which correspondences are generated by automatic […]

Read more
bigvis2020
bigvis2020

Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications – Part 2

Analytics, Big Data, Visualization

Data visualization and analytics are nowadays one of the cornerstones of Data Science, turning the abundance of Big Data being produced through modern systems into actionable knowledge. Indeed, the Big Data era has realized the availability of voluminous datasets that are dynamic, noisy and heterogeneous in nature. Transforming a data-curious user into someone who can […]

Read more
Vikram Pudi
Vikram Pudi

Simulating Infection Spread

Analytics, Visualization

It might seem obvious that reducing social movement will reduce the spread of infection. However, it is not obvious how much it will reduce. Will it be enough to stop the virus? Will it only slow it down? How long do we expect the virus to last in regions with differing population densities? While there […]

Read more

Categories